ropesegment dataset

ropesegment Bayesian Network

Availability optimization of a dragline subsystem using Bayesian network. data

Format

A discrete Bayesian network to analyze the availability of the rope segment. Probabilities were given within the referenced paper. The vertices are:

• DragRopeFault: (TRUE, FALSE);
• DragChainLinkBroken: (TRUE, FALSE);
• DragHitchShacklePinOut: (TRUE, FALSE);
• DumpRopeFault: (TRUE, FALSE);
• DumpSocketPinOut: (TRUE, FALSE);
• HoistRopeSystem: (TRUE, FALSE);
• HoistChainPinOut: (TRUE, FALSE);
• DragSubsystem: (TRUE, FALSE);
• DumpSubsystem: (TRUE, FALSE);
• HoistSubsystem: (TRUE, FALSE);
• RopeSegment: (TRUE, FALSE);

Returns

An object of class bn.fit. Refer to the documentation of bnlearn for details.

References

Jana, D., Kumar, D., Gupta, S., & Gupta, K. K. (2024). Availability optimization of a dragline subsystem using Bayesian network. Journal of The Institution of Engineers (India): Series D, 105(1), 77-88.